Sensor Time Window Analysis Dashboard

Window Size: 24 time steps

Data Availability Overview

This heatmap shows when data is available across all sensors. Darker blue indicates data availability.

Time Windows for Top Sensor (ID: 10048)

This visualization shows the raw data for the sensor with the most data points, highlighting continuous segments and example windows.

Window Count Distribution

This bar chart shows the number of available windows for each sensor.

Daily Traffic Patterns

These heatmaps show the average traffic patterns by hour of day and day of week for top sensors.

PCA of Sensor Windows

This scatter plot shows a 2D representation of the window patterns across sensors using Principal Component Analysis.